Supervised Machine Learning In Wind Forecasting And Ramp Event Prediction

Supervised Machine Learning In Wind Forecasting And Ramp Event Prediction Book PDF
✏Book Title : Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction
✏Author : Harsh S. Dhiman
✏Publisher : Academic Press
✏Release Date : 2020-01-21
✏Pages : 216
✏ISBN : 9780128213674
✏Available Language : English, Spanish, And French

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✏Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction Book Summary : Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction provides an up-to- date overview on the broad area of wind generation and forecasting, with a focus on the role and need of Machine Learning in this emerging field of knowledge. Various regression models and signal decomposition techniques are presented and analyzed, including least-square, twin support and random forest regression, all with supervised Machine Learning. The specific topics of ramp event prediction and wake interactions are addressed in this book, along with forecasted performance. Wind speed forecasting has become an essential component to ensure power system security, reliability and safe operation, making this reference useful for all researchers and professionals researching renewable energy, wind energy forecasting and generation. Features various supervised machine learning based regression models Offers global case studies for turbine wind farm layouts Includes state-of-the-art models and methodologies in wind forecasting

📒Soft Computing Applications ✍ Valentina Emilia Balas

Soft Computing Applications Book PDF
✏Book Title : Soft Computing Applications
✏Author : Valentina Emilia Balas
✏Publisher : Springer Nature
✏Release Date : 2020-08-14
✏Pages : 438
✏ISBN : 9783030519926
✏Available Language : English, Spanish, And French

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✏Soft Computing Applications Book Summary : This book presents the proceedings of the 8th International Workshop on Soft Computing Applications, SOFA 2018, held on 13–15 September 2018 in Arad, Romania. The workshop was organized by Aurel Vlaicu University of Arad, in conjunction with the Institute of Computer Science, Iasi Branch of the Romanian Academy, IEEE Romanian Section, Romanian Society of Control Engineering and Technical Informatics – Arad Section, General Association of Engineers in Romania – Arad Section and BTM Resources Arad. The papers included in these proceedings, published post-conference, cover the research including Knowledge-Based Technologies for Web Applications, Cloud Computing, Security Algorithms and Computer Networks, Business Process Management, Computational Intelligence in Education and Modelling and Applications in Textiles and many other areas related to the Soft Computing. The book is directed to professors, researchers, and graduate students in area of soft computing techniques and applications.

Advances In Computational Intelligence Book PDF
✏Book Title : Advances in Computational Intelligence
✏Author : Ignacio Rojas
✏Publisher : Springer
✏Release Date : 2017-07-25
✏Pages : 761
✏ISBN : 9783319591537
✏Available Language : English, Spanish, And French

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✏Advances in Computational Intelligence Book Summary : This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, held in Cadiz, Spain, in June 2017. The 126 revised full papers presented in this double volume were carefully reviewed and selected from 199 submissions. The papers are organized in topical sections on Bio-inspired Computing; E-Health and Computational Biology; Human Computer Interaction; Image and Signal Processing; Mathematics for Neural Networks; Self-organizing Networks; Spiking Neurons; Artificial Neural Networks in Industry ANNI'17; Computational Intelligence Tools and Techniques for Biomedical Applications; Assistive Rehabilitation Technology; Computational Intelligence Methods for Time Series; Machine Learning Applied to Vision and Robotics; Human Activity Recognition for Health and Well-Being Applications; Software Testing and Intelligent Systems; Real World Applications of BCI Systems; Machine Learning in Imbalanced Domains; Surveillance and Rescue Systems and Algorithms for Unmanned Aerial Vehicles; End-User Development for Social Robotics; Artificial Intelligence and Games; and Supervised, Non-Supervised, Reinforcement and Statistical Algorithms.

Research And Development In Intelligent Systems Xxx Book PDF
✏Book Title : Research and Development in Intelligent Systems XXX
✏Author : Max Bramer
✏Publisher : Springer Science & Business Media
✏Release Date : 2013-11-08
✏Pages : 449
✏ISBN : 9783319026213
✏Available Language : English, Spanish, And French

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✏Research and Development in Intelligent Systems XXX Book Summary : The papers in this volume are the refereed papers presented at AI-2013, the Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2013 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Knowledge Discovery and Data Mining I, Knowledge Discovery and Data Mining II, Intelligent Agents, Representation and Reasoning, and Machine Learning and Constraint Programming, followed by application stream sections on Medical Applications, Applications in Education and Information Science, and AI Applications. The volume also includes the text of short papers presented as posters at the conference. This is the thirtieth volume in the Research and Development in Intelligent Systems series, which also incorporates the twenty-first volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field.